{"id":"W4379522850","doi":"10.1136/annrheumdis-2023-eular.5142","title":"POS0123 ASSOCIATION OF LUNG IMAGING PATTERN WITH PROGNOSIS AND IMMUNOSUPPRESSION RESPONSE IN CONNECTIVE TISSUE DISEASE ASSOCIATED INTERSTITIAL LUNG DISEASE","year":2023,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; University of Calgary; University of Saskatchewan; Université de Montréal; McMaster University; University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Usual interstitial pneumonia; Hypersensitivity pneumonitis; Internal medicine; Idiopathic pulmonary fibrosis; Mixed connective tissue disease; Connective tissue disease; Rheumatoid arthritis; Vital capacity; Azathioprine; Lung; Disease; Diffusing capacity; Autoimmune disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006935496,0.000218272,0.0002748569,0.0003518853,0.0004025547,0.0006238795,0.000496284,0.0003944502,0.004040199],"category_scores_gemma":[0.001721378,0.00009725869,0.0005010804,0.0007691339,0.0003820292,0.0002343936,0.0002475449,0.0004393005,0.0003654014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198938,"about_ca_system_score_gemma":0.002004128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07011134,"about_ca_topic_score_gemma":0.09502068,"domain_scores_codex":[0.9995896,0.00009535175,0.00003932596,0.00008084753,0.00008530996,0.000109496],"domain_scores_gemma":[0.9985589,0.0002757501,0.0005742577,0.00009771105,0.0002044789,0.0002888795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007676994,0.00003596333,0.9944637,0.00001683152,0.00006043144,0.00006990915,0.00001578523,0.00009958092,0.0005791098,0.00003241422,0.0003052292,0.003553211],"study_design_scores_gemma":[0.00003688911,0.0001678613,0.9979467,0.00001041133,0.00005890479,0.0002188171,0.00004986838,0.0008283838,0.0001860807,0.00007011989,0.0004207125,0.000005380009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942111,0.000625875,0.0002630316,0.0002402202,0.00002583862,0.00002278706,0.002784444,0.00001852194,0.001808228],"genre_scores_gemma":[0.998304,0.00006969769,0.0001409683,0.00007204976,0.00001490194,0.000007387596,0.0010509,0.000004337683,0.0003356697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07011134,"threshold_uncertainty_score":0.1394065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004837751484956508,"score_gpt":0.2599940691261783,"score_spread":0.2551563176412218,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}